Q1 2026 Search Report

New research: How 177 brands show up in AI vs. traditional search.

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ChatGPT · Answer Engine Optimization

Get your brand cited in ChatGPT.

Your buyers ask ChatGPT before they build a shortlist. If it doesn't name you, you're out of the running before the first sales conversation.

ChatGPT
What are the best workforce analytics platforms for mid-market teams?

Based on current coverage and user discussion, a few names come up consistently:

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  • 2. Acme AnalyticsCited
  • 3. Meridian HR

Acme Analytics is frequently recommended for mid-market teams that need

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Your brand, named in the answer, not buried on page two.
ChatGPT mention rate
Workforce analytics · mid-market
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How often ChatGPT names each brand when asked in your category
From invisible to a brand ChatGPT names.
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Recognized asA distinct brand entity
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Confirmed across
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A brand ChatGPT can tell apart and trust.
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The AEO agency trusted by today's fastest-growing brands.

GE Digital
Delta Dental
Bitly
Unionbay
Why authority alone won't get you cited

The authority you built to rank in Google doesn't carry into ChatGPT.

For twenty years, ranking meant building domain authority. That work still matters for traditional search results. But it doesn't predict whether ChatGPT names your brand.

We measured the relationship between Semrush's domain Authority Score and AI visibility across 177 brands. The correlation between authority and visibility in ChatGPT is effectively zero.

Independent research from Ahrefs found that across roughly 75,000 brands, branded web mentions, or how often people name your brand across the web, track far more closely with AI visibility than backlinks do. ChatGPT pays attention to how often and how credibly your brand gets talked about, not just how many links point at your domain.

≈ 0
correlation between domain Authority Score and ChatGPT visibility, across 177 brands
75,000
brands in the Ahrefs study. Branded mentions correlated more closely to AI visibility than backlink quantity
A backlink

tells a search engine your page is worth referencing. It builds ranking signals.

A branded mention

teaches an AI system that your brand exists, what it does, and that people discuss it. It builds recognition.

Recognition is what gets you into ChatGPT answers.

See where you stand in ChatGPT.

Almost 90 percent of brands we analyzed have no AI mentions. See if yours is one of them.

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Award-winning strategies, exceptional results.

How ChatGPT decides what to cite

ChatGPT doesn't pull from everywhere. It favors a short list of trusted sources.

Across the 107,011 AI responses we analyzed, ChatGPT carried one of the highest mention rates of any platform we tested. When it answers a question in your category, it draws from a recognizable set of resources.

Community discussion

Reddit and forums, where real users name brands and compare options in their own words.

Reference sources

Wikipedia and structured references that confirm a brand is a distinct, established entity.

Editorial media

Industry publications and journalism that carry the topical credibility ChatGPT leans on.

Most ChatGPT visibility is borrowed, not earned.

Many brands appear in ChatGPT because one of those third-party sources mentioned them, not because their own content earned the reference. If a brand shows up in a “best providers” answer, the source ChatGPT names is someone else's roundup post.

Borrowed visibility

Disappears when someone else's page changes.

A roundup post can drop you on its next update, reorder its list, or get outranked by a different post that doesn't mention you. When you live on borrowed territory, you can't control your visibility.

Earned visibility

Compounds, because it's built on signals you own.

If ChatGPT names your brand because it recognizes you as a credible source, because of entity signals you own and reinforce, that visibility grows over time.

How we get you cited

Our approach to ChatGPT visibility

ChatGPT optimization isn't a standalone service. It's one outcome of a single search strategy that earns visibility across Google and AI platforms at the same time. We don't bolt AI optimization onto SEO.

That system is organized around entities. An entity is a distinct thing search and AI systems can identify and tell apart: a brand, service, product, person, or topic. When your brand is clearly connected to who you are and what you do, both Google and ChatGPT can trust it, rank it, and cite it.

Make your brand a recognizable entity

Organization schema, consistent brand information across the web, Knowledge Graph presence, and verified links to the authoritative profiles that confirm who you are. This is how ChatGPT tells your brand apart from every similar name and connects who you are to what you do.

Build presence where ChatGPT cites

Original research, expert commentary, and editorial coverage, plus real presence on the community platforms where your category gets discussed. We build toward the sources ChatGPT already trusts.

Publish content ChatGPT can extract

Clear answers high on the page, plus buying guides, comparisons, and educational content that give the platform something to cite, instead of thin pages it skips.

44% of ChatGPT citations come from the first third of a page

Measure visibility by platform

We track mention rate and citation rate over time with tools like Scrunch, so your program is accountable to ChatGPT visibility, not only to rankings.

ChatGPT visibility built for answer engines

Our entity-first approach

Search and AI visibility work best when every effort connects to a shared system. We align strategy to your highest-value products and topics, then build every layer of visibility around them so each page, signal, and investment compounds over time.

Entities are the brands, products, topics, and people that search engines and AI systems use to understand what your company does and when it should appear in an answer.

Inclusion

Entity foundations

AI systems have to identify and trust your brand before they can cite it. We establish organization schema, consistent brand data, and Knowledge Graph presence as an ongoing function, not a one-time fix.

Targeting

Prompt & query research

We identify the products, topics, and buyer questions that drive revenue, then map the prompts and queries people actually use across Google and AI platforms.

Retrieval

Content strategy

Content needs structure so AI systems can extract, attribute, and cite it. We organize content into entity clusters that surface across traditional and AI search.

Authority

Off-site presence

Recognition compounds through consistency. We earn high-quality mentions and links that reinforce topical authority and support long-term visibility.

AI visibility

AEO is built into every pillar.

Every pillar contributes to AI visibility, retrieval, and citation. Entity foundations improve recognition, prompt research maps commercial questions, content is structured for retrievability, and off-site presence reinforces authority. The result is a visibility system built for AI search, not retrofitted to it.

AEO Results for Other Platforms

What sets this team apart is their fearless approach to transparency and their forward-looking technical expertise. Transitioning our strategy into AEO was incredibly impressive. They didn't just keep our rankings stable; they future-proofed Robinson & Henry by ensuring our attorneys are the ones being cited by AI search engines. They don't just follow the current SEO playbook; they are actively writing the one for 2026.

Bill Henry, President Robinson & Henry, P.C.

Buyers are asking ChatGPT before they ask you.

The brands named in those answers make the shortlist before a sales conversation starts. We’ll make sure you’re part of the consideration set.

Schedule a Conversation

Common questions about ChatGPT optimization.

Your brand can ran on Google without showing up in ChatGPT, because the two platforms respond to different signals. Google ranks pages by relevance and rewards domain authority. ChatGPT assembles answers and prioritizes brands with a strong entity association to the subject matter. It rewards brand mentions on platforms it trusts, like Reddit, Wikipedia, and industry-speciic publications.

It depends on where you’re starting. A brand that’s already discussed across the web but missing from answers usually has an entity problem, ChatGPT can’t clearly connect who you are to what you do, so that work might include schema optimizations, verifying consistent brand data, and improving Knowledge Graph presence. A brand that’s absent from the conversation entirely needs presence first, in the editorial coverage, research, and community discussion ChatGPT pulls from. Most brands need both, in different proportions. 

 

ChatGPT draws from a recognizable set of trusted sources: Reddit and community discussion, Wikipedia and reference sites, and established industry publications. Brands often surface when one of those sources mentions them, but that’s visibility you don’t fully control.

Earned recognition is different. When ChatGPT connects your brand to a topic through signals from schema, consistent brand data, or your own authoritative content, you can make a more direct impact on lasting visibility. 

 

Done correctly, answer engine optimization services typically strengthen your overall SEO.

Search engines increasingly reward content that is clear, helpful, and well structured, which is exactly what AEO focuses on. Improving headings, summarizing key points, and making answers easier to extract often improves rankings and engagement at the same time.

Our team is careful to preserve your brand voice and the depth of your expertise. AEO doesn’t mean turning every page into a short FAQ. It means making the most important insights easier for both users and AI systems to understand.

Most visitors won’t notice stylistic changes. What they will notice is finding the answers they need faster.

The best way to find out if your brand is mentioned by ChatGPT is to ask it.

Open ChatGPT and run the questions your buyers would ask: “best [your category] for [use case],” “top [your category] companies,” “alternatives to [competitor].”

See whether your brand comes up, where it ranks in the list, and which sources it cites. Run each a few times, since answers vary.

Keep in mind that ChatGPT can give a different answer each time you ask, and answers can differ by region and account, so ask more than once and don’t treat a single response as definitive.

The most reliable method for ongoing tracking across prompts and platforms is to use tools like Scrunch, Semrush, and Ahrefs, and monitor mention and citation rates over time.

In short, no. At Victorious, we build an integrated strategy for each of our customers because the work for traditional and AI search optimization reinforce each other. 

The entity signals and authoritative content that earn ChatGPT mentions also strengthen your Google rankings, and the technical and content foundation built for search makes your brand easier for ChatGPT to recognize and cite. Optimizing one without the other leaves visibility on the table. We scope engagements around your goals, and your current visibility challenges, so we might strategically emphasize some activities over others. 

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